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一種實(shí)現網(wǎng)絡(luò )入侵檢測的高效算法及其實(shí)現架構
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西安思源學(xué)院

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陜西省教育廳計劃項目(18JK104)


An Efficient Algorithm and Its Implementation Architecture for Network Intrusion Detection
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    摘要:

    為了實(shí)現網(wǎng)絡(luò )入侵檢測系統中的精確字符串匹配,本文提出了一種基于葉子-附加和二叉搜索樹(shù)的字符串匹配算法及其實(shí)現架構;首先采用葉子-追加算法來(lái)對給定的模式集進(jìn)行處理,以消除模式之間的重疊。然后采用二叉搜索樹(shù)算法提取葉子模式及其匹配向量來(lái)構建二叉搜索樹(shù),并根據每個(gè)節點(diǎn)的比較結果,通過(guò)左遍歷或右遍歷來(lái)實(shí)現字符串的精確匹配;為了進(jìn)一步提高字符串匹配算法的內存效率,提出了級聯(lián)二叉搜索樹(shù);最后給出了實(shí)現精確字符串匹配的總體架構和各個(gè)功能模塊的架構;實(shí)驗結果表明,本文提出的設計不僅在內存效率和吞吐量方面優(yōu)于目前先進(jìn)的設計技術(shù),而且具有靈活的可擴展性。

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    In order to realize the exact string matching in the network intrusion detection system, a string matching algorithm based on leaf-appended and binary search tree and its architecture is proposed in this paper. Firstly, the leaf-appended algorithm is used to process the given pattern set to eliminate the overlap between the patterns. Then the binary search tree algorithm is used to extract the leaf patterns and their matching vectors to construct the binary search tree. According to the comparison results of each node, the exact matching of strings is achieved through left traversal or right traversal. In order to further improve the memory efficiency of string matching algorithm, a cascaded binary search tree is presented. Finally, the overall architecture and the architecture of each functional module are given to realize exact string matching. Experimental results show that the proposed design is not only superior to the current advanced design techniques in terms of memory efficiency and throughput, but also has flexible scalability.

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余偉,田新志,陳丹.一種實(shí)現網(wǎng)絡(luò )入侵檢測的高效算法及其實(shí)現架構計算機測量與控制[J].,2022,30(9):133-139.

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歷史
  • 收稿日期:2022-03-02
  • 最后修改日期:2022-03-29
  • 錄用日期:2022-03-30
  • 在線(xiàn)發(fā)布日期: 2022-09-16
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